scene-text
There are 9 repositories under scene-text topic.
JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Language:Python 27913clovaai / deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods, ICCV 2019
Language:Jupyter Notebook 3888MhLiao / TextBoxes_plusplus
TextBoxes++: A Single-Shot Oriented Scene Text Detector
Language:C++ 957cs-chan / Total-Text-Dataset
Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind.
Language:MATLAB 757- Language:Python 735
ayumiymk / aster.pytorch
ASTER in Pytorch
Language:Python 681Yuliang-Liu / Curve-Text-Detector
This repository provides train＆test code, dataset, det.&rec. annotation, evaluation script, annotation tool, and ranking.
Language:Jupyter Notebook 649Canjie-Luo / MORAN_v2
MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition
Language:Python 641The code of "Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting"
Language:Python 627Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021
Language:Python 544Geometric Augmentation for Text Image
Language:C++ 490- Language:C++ 216
- Language:Python 213
HCIILAB / DeRPN
A novel region proposal network for more general object detection ( including scene text detection ).
Language:Python 156- Language:Python 125
YukangWang / TextField
TextField: Learning A Deep Direction Field for Irregular Scene Text Detection (TIP 2019)
Language:C++ 100dafanghe / DeepSceneTextReader
This is a c++ project deploying a deep scene text reading pipeline with tensorflow. It reads text from natural scene images. It uses frozen tensorflow graphs. The detector detect scene text locations. The recognizer reads word from each detected bounding box.
Language:C++ 49janzd / awesome-scene-text
A curated list of papers and resources for scene text detection and recognition
This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.
Language:Python 29ankanbhunia / AttenScriptNetPR
Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network (Pattern Recognition, 2019)
Language:Jupyter Notebook 16denabazazian / scene_text_segmentation
Pytorch implementation for pixel-wise scene text segmentation based on DeepLabV3+
Language:Python 14A Word Spotting Method in Scene Images based on Character Recognition
Language:Python 6FSP1020 / SimpleVisionML
Making machine learning and computer vision simple.
Language:Python 2chunchet-ng / signboard_ocr
A demo for OCR on Signboard (ArT dataset) using PaddleOCR' EAST + CRNN, MMOCR's ASTER and CRAFT.
Language:Jupyter Notebook 1ofnote / IndicSynthText
Code for generating synthetic text images in Indic languages. Based on Ankush et al. CVPR'16.
Language:Python 1Naosekpam / IIITG-MLRIT2022-Scene-Text
A multi-label language identification dataset based on regional Indian languages. It contains 5 languages (Hindi, Bengali, Malayalam, Kannada, and English) with the presence of two scripts per image (implying the multi-linguality). The dataset is diverse in nature with the existence of curved, perspective distorted, and multi-oriented text in addition to the horizontal text. This diversity is achieved by applying various image transformation techniques such as affine, arcs, and perspective distortion with different angular degrees. The dataset is harvested from multiple sources: captured from mobile cameras, existing datasets, and web sources.
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